MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11751 |
Enables users to interact with Washington DC Metro (WMATA) transit system throu…
|
C 62 6⁄6 | ||||||||
| 11752 |
An MCP server that enables single-cell RNA sequencing analysis through natural …
|
C 62 5⁄5 | ||||||||
| 11753 |
Exposes Ant Design component documentation to Large Language Models, allowing L…
|
C 62 5⁄5 | ||||||||
| 11754 |
Rini MCP Server
Claim
A collection of custom MCP servers providing various AI-powered capabilities in…
|
C 62 5⁄4 | ||||||||
| 11755 |
Enables AI assistants to search for and retrieve images, illustrations, and vid…
|
C 62 5⁄5 | ||||||||
| 11756 |
E*TRADE MCP Server
Claim
Provides access to E\*TRADE's Market API for retrieving real-time stock quotes,…
|
C 62 5⁄5 | ||||||||
| 11757 |
A Model Context Protocol server built with mcp-framework that allows users to i…
|
C 62 5⁄5 | ||||||||
| 11758 |
An MCP server providing robust browser automation tools for AI assistants, incl…
|
C 62 5⁄4 | ||||||||
| 11759 |
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
|
C 62 5⁄5 | ||||||||
| 11760 |
Enables AI assistants to interact with Intervals.icu fitness tracking and welln…
|
C 62 5⁄5 | ||||||||
| 11761 |
An MCP server for the Bakaláři v3 API that provides access to the popular Czech…
|
C 62 5⁄5 | ||||||||
| 11762 |
BookStack MCP Server
Claim
Enables AI assistants to manage BookStack documentation through natural languag…
|
C 62 5⁄5 | ||||||||
| 11763 |
A customer service MCP server that enables order lookup by phone number and sto…
|
C 62 5⁄5 | ||||||||
| 11764 |
Provides tools for generating optimized images via Google's Gemini model and fe…
|
C 62 5⁄5 | ||||||||
| 11765 |
A template MCP server that provides job searching tools (analyze descriptions, …
|
C 62 6⁄6 | ||||||||
| 11766 |
Provides multilingual greetings in English, Korean, and Japanese, and generates…
|
C 62 5⁄5 | ||||||||
| 11767 |
Enables conversational image generation and editing with Google's Gemini 2.5 Fl…
|
C 62 5⁄5 | ||||||||
| 11768 |
An MCP server that delivers blockchain news and in-depth articles from BlockBea…
|
C 62 5⁄5 | ||||||||
| 11769 |
Elastic MCP
Claim
Connects to Elasticsearch clusters through the Model Context Protocol, enabling…
|
C 62 5⁄5 | ||||||||
| 11770 |
MCP server for PayFast — AI assistants interact with South Africa's payment gat…
|
C 62 6⁄4 | ||||||||
| 11771 |
Enables web search capabilities through the Tavily API, allowing users to searc…
|
C 62 5⁄5 | ||||||||
| 11772 |
A Model Context Protocol server that enables AI applications like Claude Deskto…
|
C 62 5⁄5 | ||||||||
| 11773 |
Provides read-only access to Iceberg tables via Apache Impala, enabling LLMs to…
|
C 62 5⁄5 | ||||||||
| 11774 |
A basic MCP server example that provides simple arithmetic tools (addition and …
|
C 62 5⁄4 | ||||||||
| 11775 |
Analyze images and videos with Gemini to get fast, reliable visual insights. Ha…
|
C 62 6⁄6 | ||||||||
| 11776 |
A Model Context Protocol server that enables AI models to perform real-time int…
|
C 62 5⁄5 | ||||||||
| 11777 |
Enables querying threat intelligence data about files, URLs, IPs, and domains f…
|
C 62 5⁄5 | ||||||||
| 11778 |
Implements Retrieval-Augmented Generation (RAG) using GroundX and OpenAI, allow…
|
C 62 5⁄5 | ||||||||
| 11779 |
An MCP server that enables users to search for products on the Mercari marketpl…
|
C 62 5⁄5 | ||||||||
| 11780 |
Provides real-time weather alerts for US states using the National Weather Serv…
|
C 62 5⁄5 | ||||||||
| 11781 |
A Model Context Protocol server that enables AI models to interact with GitHub'…
|
C 62 5⁄5 | ||||||||
| 11782 |
Provides AI assistants with access to Finland's Alko alcohol product catalog, e…
|
C 62 6⁄6 | ||||||||
| 11783 |
Deploy websites from AI agents. Free at mcp.shipstatic.com. Install for the ful…
|
C 62 6⁄4 | ||||||||
| 11784 |
MCP Server
Claim
A minimal Python-based server that provides real-time weather data and a safe m…
|
C 62 5⁄5 | ||||||||
| 11785 |
A customized MCP server that enables integration between LLM applications and d…
|
C 62 5⁄5 | ||||||||
| 11786 |
An MCP server that connects Claude.ai to a Notion-based marketing knowledge bas…
|
C 62 5⁄5 | ||||||||
| 11787 |
Enables interaction with Google Kubernetes Engine (GKE) to list clusters, manag…
|
C 62 5⁄5 | ||||||||
| 11788 |
Enables interaction with a PostgreSQL database through MCP tools for employee m…
|
C 62 5⁄5 | ||||||||
| 11789 |
Encrypted mail, shared memory, and persistent context for AI agents.
|
C 62 5⁄5 | ||||||||
| 11790 |
Thin MCP and CLI proxy for AI agent and MCP security auditing via a hosted back…
|
C 62 5⁄5 | ||||||||
| 11791 |
An MCP server optimized for Chinese users that enables AI models to perform Bin…
|
C 62 5⁄5 | ||||||||
| 11792 |
Enables secure filesystem operations with directory sandboxing and optional rea…
|
C 62 5⁄4 | ||||||||
| 11793 |
Enables AI-powered threat intelligence analysis of IPs, domains, URLs, and file…
|
C 62 5⁄5 | ||||||||
| 11794 |
Enables AI-powered ROI prediction and tracking with Monte Carlo simulations, Du…
|
C 62 5⁄5 | ||||||||
| 11795 |
A server that allows Claude to control audio playback on your computer, support…
|
C 62 5⁄4 | ||||||||
| 11796 |
Anytype MCP Server
Claim
Enables interaction with Anytype objects through the Anytype API, including cre…
|
C 62 6⁄4 | ||||||||
| 11797 |
An MCP server that provides multiple file conversion tools for AI agents, suppo…
|
C 62 5⁄5 | ||||||||
| 11798 |
An MCP server that allows Claude Desktop or Cursor to send emails directly usin…
|
C 62 5⁄5 | ||||||||
| 11799 |
An MCP server that enables LLMs to execute Python code on GPU-accelerated compu…
|
C 62 5⁄5 | ||||||||
| 11800 |
A lightweight Python interface that exposes TigerGraph database operations as s…
|
C 62 5⁄5 | ||||||||